awslabs / gluon-ts
Duplication

Places in code with 6 or more lines that are exactly the same.

Intro
  • For duplication, we look at places in code where there are 6 or more lines of code that are exactly the same.
  • Before duplication is calculated, the code is cleaned to remove empty lines, comments, and frequently duplicated constructs such as imports.
  • You should aim at having as little as possible (<5%) of duplicated code as high-level of duplication can lead to maintenance difficulties, poor factoring, and logical contradictions.
Learn more...
Duplication Overall
  • 38% duplication:
    • 50,495 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
    • 19,652 duplicated lines
  • 2,734 duplicates
system38% (19,652 lines)
Duplication per Extension
py38% (19,640 lines)
R12% (12 lines)
Duplication per Component (primary)
src/gluonts/nursery56% (9,381 lines)
src/gluonts/model36% (5,497 lines)
src/gluonts/dataset45% (1,881 lines)
src/gluonts/mx14% (1,200 lines)
src/gluonts/transform48% (685 lines)
src/gluonts/torch23% (440 lines)
src/gluonts/evaluation48% (292 lines)
src/gluonts/time_feature46% (160 lines)
src/gluonts/core8% (62 lines)
ROOT11% (24 lines)
src/gluonts/shell2% (18 lines)
src/gluonts/testutil5% (12 lines)
src/gluonts0% (0 lines)
evaluations0% (0 lines)

Duplication Between Components (50+ lines)

G src/gluonts/dataset src/gluonts/dataset src/gluonts/nursery src/gluonts/nursery src/gluonts/dataset--src/gluonts/nursery 3633 src/gluonts/transform src/gluonts/transform src/gluonts/nursery--src/gluonts/transform 1334 src/gluonts/torch src/gluonts/torch src/gluonts/nursery--src/gluonts/torch 558 src/gluonts/time_feature src/gluonts/time_feature src/gluonts/nursery--src/gluonts/time_feature 333 src/gluonts/model src/gluonts/model src/gluonts/model--src/gluonts/nursery 3043 src/gluonts/model--src/gluonts/torch 489 src/gluonts/mx src/gluonts/mx src/gluonts/model--src/gluonts/mx 339 src/gluonts/evaluation src/gluonts/evaluation src/gluonts/evaluation--src/gluonts/nursery 580 src/gluonts/mx--src/gluonts/nursery 102 src/gluonts/mx--src/gluonts/torch 355 src/gluonts/core src/gluonts/core src/gluonts/core--src/gluonts/nursery 124

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Show more details on duplication between components...
Longest Duplicates
The list of 20 longest duplicates.
See data for all 2,734 duplicates...
Size#FoldersFilesLinesCode
270 x 2 src/gluonts/dataset/artificial
src/gluonts/nursery/SCott/pts/dataset
_base.py
artificial.py
 300:643 (39%)
298:641 (38%)
 view
201 x 2 src/gluonts/dataset/artificial
src/gluonts/nursery/SCott/pts/dataset
_base.py
artificial.py
 47:282 (29%)
46:282 (28%)
 view
160 x 2 src/gluonts/dataset/artificial
src/gluonts/nursery/SCott/pts/dataset
_base.py
artificial.py
 647:845 (23%)
643:841 (22%)
 view
152 x 2 src/gluonts/nursery/SCott/pts/trainers
src/gluonts/nursery/SCott/pts/trainers
SAdagrad.py
SAdam.py
 72:235 (71%)
72:235 (71%)
 view
149 x 2 src/gluonts/nursery/SCott/pts/trainers
src/gluonts/nursery/SCott/pts/trainers
SAdagrad.py
SCott.py
 75:235 (69%)
77:237 (68%)
 view
149 x 2 src/gluonts/nursery/SCott/pts/trainers
src/gluonts/nursery/SCott/pts/trainers
SAdam.py
SCott.py
 75:235 (69%)
77:237 (68%)
 view
123 x 2 src/gluonts/evaluation
src/gluonts/nursery/SCott/pts/evaluation
_base.py
evaluator.py
 560:733 (28%)
580:753 (27%)
 view
116 x 2 src/gluonts/nursery/SCott/pts/feature
src/gluonts/time_feature
holiday.py
holiday.py
 38:232 (67%)
38:230 (89%)
 view
92 x 2 src/gluonts/nursery/SCott/pts/trainers
src/gluonts/nursery/SCott/pts/trainers
Adagrad.py
Adam.py
 55:155 (66%)
55:155 (66%)
 view
91 x 2 src/gluonts/nursery/SCott/pts/transform
src/gluonts/transform
convert.py
convert.py
 139:291 (24%)
210:362 (19%)
 view
89 x 2 src/gluonts/nursery/SCott/pts/trainers
src/gluonts/nursery/SCott/pts/trainers
Adagrad.py
SGD.py
 58:155 (64%)
61:158 (63%)
 view
89 x 2 src/gluonts/nursery/SCott/pts/trainers
src/gluonts/nursery/SCott/pts/trainers
Adam.py
SGD.py
 58:155 (64%)
61:158 (63%)
 view
85 x 2 src/gluonts/nursery/SCott/dataset_tools
src/gluonts/nursery/SCott/dataset_tools
electricity.py
traffic.py
 120:210 (46%)
115:205 (47%)
 view
81 x 2 src/gluonts/model/n_beats
src/gluonts/nursery/SCott/pts/model/n_beats
_ensemble.py
n_beats_ensemble.py
 323:413 (36%)
170:260 (55%)
 view
81 x 2 src/gluonts/nursery/SCott/pts/model/tempflow
src/gluonts/nursery/SCot...el/transformer_tempflow
tempflow_estimator.py
transformer_tempflow_estimator.py
 74:162 (40%)
82:170 (38%)
 view
78 x 2 src/gluonts/nursery/SCott/pts/trainers
src/gluonts/nursery/SCott/pts/trainers
SCSG.py
SCott.py
 125:209 (41%)
154:237 (36%)
 view
78 x 2 src/gluonts/nursery/SCott/pts/trainers
src/gluonts/nursery/SCott/pts/trainers
SAdam.py
SCSG.py
 152:235 (36%)
125:209 (41%)
 view
78 x 2 src/gluonts/nursery/SCott/pts/trainers
src/gluonts/nursery/SCott/pts/trainers
SAdagrad.py
SCSG.py
 152:235 (36%)
125:209 (41%)
 view
76 x 2 src/gluonts/nursery/SCott/dataset_tools
src/gluonts/nursery/SCott
electricity.py
preprocess_data.py
 126:207 (41%)
203:284 (16%)
 view
76 x 2 src/gluonts/nursery/SCott/dataset_tools
src/gluonts/nursery/SCott
traffic.py
preprocess_data.py
 121:202 (42%)
203:284 (16%)
 view
Duplicated Units
The list of top 20 duplicated units.
See data for all 94 unit duplicates...
Size#FoldersFilesLinesCode
91 x 2 src/gluonts/dataset/artificial
src/gluonts/nursery/SCott/pts/dataset
_base.py
artificial.py
 0:0 
0:0 
 view
57 x 2 src/gluonts/nursery/SCott/pts/model/tempflow
src/gluonts/nursery/SCot...el/transformer_tempflow
tempflow_estimator.py
transformer_tempflow_estimator.py
 0:0 
0:0 
 view
47 x 2 src/gluonts/dataset/artificial
src/gluonts/nursery/SCott/pts/dataset
_base.py
artificial.py
 0:0 
0:0 
 view
37 x 2 src/gluonts/dataset/artificial
src/gluonts/nursery/SCott/pts/dataset
_base.py
artificial.py
 0:0 
0:0 
 view
27 x 2 src/gluonts/dataset/artificial
src/gluonts/nursery/SCott/pts/dataset
_base.py
artificial.py
 0:0 
0:0 
 view
25 x 2 src/gluonts/model/n_beats
src/gluonts/nursery/SCott/pts/model/n_beats
_ensemble.py
n_beats_ensemble.py
 0:0 
0:0 
 view
22 x 2 src/gluonts/dataset/artificial
src/gluonts/nursery/SCott/pts/dataset
_base.py
artificial.py
 0:0 
0:0 
 view
20 x 2 src/gluonts/dataset/artificial
src/gluonts/nursery/SCott/pts/dataset
_base.py
artificial.py
 0:0 
0:0 
 view
16 x 2 src/gluonts/dataset/artificial
src/gluonts/nursery/SCott/pts/dataset
_base.py
artificial.py
 0:0 
0:0 
 view
16 x 2 src/gluonts/model/n_beats
src/gluonts/model/simple_feedforward
_estimator.py
_estimator.py
 0:0 
0:0 
 view
15 x 2 src/gluonts/model/n_beats
src/gluonts/nursery/SCott/pts/model/n_beats
_ensemble.py
n_beats_ensemble.py
 0:0 
0:0 
 view
16 x 2 src/gluonts/nursery/SCott/pts/model/ar
src/gluonts/nursery/SCott/pts/model/lstm
ar_estimator.py
lstm_estimator.py
 0:0 
0:0 
 view
14 x 2 src/gluonts/dataset/artificial
src/gluonts/nursery/SCott/pts/dataset
_base.py
artificial.py
 0:0 
0:0 
 view
14 x 2 src/gluonts/dataset/artificial
src/gluonts/nursery/SCott/pts/dataset
_base.py
artificial.py
 0:0 
0:0 
 view
27 x 2 src/gluonts/transform
src/gluonts/nursery/SCott/pts/transform
convert.py
convert.py
 0:0 
0:0 
 view
14 x 3 src/gluonts/nursery/SCott/pts/trainers
src/gluonts/nursery/SCott/pts/trainers
src/gluonts/nursery/SCott/pts/trainers
SAdam.py
SAdagrad.py
SCott.py
 0:0 
0:0 
0:0 
 view
13 x 2 src/gluonts/dataset/artificial
src/gluonts/nursery/SCott/pts/dataset
recipe.py
recipe.py
 0:0 
0:0 
 view
20 x 2 src/gluonts/time_feature
src/gluonts/nursery/SCott/pts/feature
holiday.py
holiday.py
 0:0 
0:0 
 view
12 x 2 src/gluonts/dataset/artificial
src/gluonts/nursery/SCott/pts/dataset
_base.py
artificial.py
 0:0 
0:0 
 view
19 x 2 src/gluonts/dataset
src/gluonts/nursery/SCott/pts/dataset
multivariate_grouper.py
multivariate_grouper.py
 0:0 
0:0 
 view